debshots/app/views/packages/browse.slim
Christoph Haas 4948fe50e3 Add semantic package search via pgvector embeddings
Package text search now combines several strategies: exact name match,
name prefix promotion, compound word splitting ("sqlite browser" finds
"sqlitebrowser") and semantic nearest neighbor search over description
embeddings computed by an external embedding service (all-MiniLM-L6-v2,
384 dims) stored with the pgvector extension. Classic PostgreSQL
full-text search remains as fallback when the vector service is
unreachable. Gibberish queries without lexical overlap with the package
data return empty results instead of random matches.

Embeddings can be backfilled with bin/rails debshots:compute_vectors.

Also drops the unused lograge gem from the Gemfile.
2026-08-22 22:07:56 +02:00

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// Paginator and search bar
.grid-x
.small-6.medium-8.large-9.cell
// Paginator
= render(partial: 'packages/paginator', locals: {items: @packages})
.small-6.medium-4.large-3.cell
// Search form
= render 'packages/searchfield'
// Grid view of packages
.grid-x
.small-9.large-10.cell
- if @packages.any?
- if @view_style==:grid
.grid-x.grid-margin-x.small-up-1.medium-up-2.large-up-3 data-equalizer=true data-equalize-on="medium"
- @packages.each do |pkg|
.cell.pkgcard data-equalizer-watch=true
a.black href=package_path(name: pkg.name)
.image
/ This leads to an N+1 SQL query for each image. Ideas for optimization welcome.
= small_img(pkg.screenshots.accessible_by(current_ability, :view).first, cls: '')
.text.pkgname
= pkg.name
.text
= pkg.description
- elsif @view_style==:list
- @packages.to_a.each do |pkg|
.grid-x.grid-margin-x.listview
.small-12.medium-4.cell.pkgcard
a.black href=package_path(name: pkg.name)
.image
/ This leads to an N+1 SQL query for each image. Ideas for optimization welcome.
= small_img(pkg.screenshots.accessible_by(current_ability, :view).first, cls: '')
.small-12.medium-8.cell
h2
a href=package_path(name: pkg.name)
=pkg.name
p =pkg.description
.listview.longdescription
= pkg.long_description_first_paragraph
- else
div.panel.callout.radius
' Sorry. I couldn't find any software package like that.
' Would you like to view
'
a href=url_for(show: params[:show]) all packages
'
' instead?
// Paginator
= render(partial: 'packages/paginator', locals: {items: @packages})
// Icon sidebar for options and views
.small-3.large-2.cell
= render 'packages/sidebar'